A proposed method for quality evaluation of COVID-19 reusable face mask

被引:0
|
作者
Nilashi, Mehrbakhsh [1 ,2 ,9 ]
Ali Abumalloh, Rabab [3 ]
Ahmadi, Hossein [4 ]
Alrizq, Mesfer [5 ,6 ]
Alghamdi, Abdullah [5 ]
Alghamdi, Omar A. [7 ]
Alyami, Sultan [6 ,8 ]
机构
[1] UCSI Univ, UCSI Grad Business Sch, Kuala Lumpur, Malaysia
[2] Univ Sains Malaysia, Ctr Global Sustainabil Studies CGSS, Gelugor, Penang, Malaysia
[3] Qatar Univ, Dept Comp Sci & Engn, Doha, Qatar
[4] Univ Plymouth, Fac Hlth, Ctr Hlth Technol, Plymouth, Devon, England
[5] Najran Univ, Coll Comp Sci & Informat Syst, Informat Syst Dept, Najran, Saudi Arabia
[6] Najran Univ, Sci & Engn Res Ctr SERC, Najran, Saudi Arabia
[7] Najran Univ, Appl Coll, Business Adm Dept, Najran, Saudi Arabia
[8] Najran Univ, Coll Comp Sci & Informat Syst, Comp Sci Dept, Najran, Saudi Arabia
[9] UCSI Univ, UCSI Grad Business Sch, 1 UCSI Hts,Jalan Puncak Menara Gading, Kuala Lumpur 56000, Malaysia
来源
MEASUREMENT & CONTROL | 2024年 / 57卷 / 06期
关键词
COVID-19; reusable face mask; quality aspects; text mining; electronic word of mouth; WORD-OF-MOUTH; ONLINE CONSUMER REVIEWS; LATENT DIRICHLET ALLOCATION; CUSTOMER SATISFACTION; PURCHASE INTENTIONS; PRODUCT REVIEWS; MODERATING ROLE; CLOTH MASKS; BRAND IMAGE; IMPACT;
D O I
10.1177/00202940231224586
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
During the time of COVID-19, the use of face masks has become an essential control and prevention measure. The wide usage of disposable face masks has presented a great challenge to governments to face the impact of plastic waste on humans health and the environment. The quality of reusable face masks was assessed in previous research based on general measures such as the fabric, size fit, arrival time, price, and convenience, and based on more-specific measures related to the number of layers and the included filters. However, as the quality of reusable face masks includes several other dimensions, the general measures cannot be enough to ensure a comprehensive evaluation of these products during the COVID-19 outbreak. Nowadays, however, digital social media has provided venues and convenient tools for users to share their opinions, preferences, and experiences on the quality of reusable face masks. Considering reusable face masks, several types have been launched on online platforms to meet the increasing demand during COVID-19. The main goal of this study is to investigate how reusable face masks can be evaluated through online customers' reviews. This study proposes a combination of qualitative (text mining) and quantitative (survey-based analysis) approaches to provide the researchers with a method of data analysis to inspect the most influential quality factors for the evaluation of reusable face masks. We performed a literature review on the previous works and also collected online customers' reviews from Amazon.com to find the quality factors of reusable face masks. The review of previous literature on reusable face masks and the result of online reviews analysis indicated that several factors impact customers' experiences, including filteration efficiency, fabric quality, breathability, design, functionality, environmental impact, comfort, easy to use, easy to clean, economic impact, donning/doffing, quality of seal, vision, communication and safety protection. The presented framework can be complementary to the existing evaluation research methods, which use the strengths of one method to overcome the shortcomings of the other.
引用
收藏
页码:828 / 840
页数:13
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